Rain drummed a soothing rhythm against the windows of her small apartment. The low hum of the refrigerator filled the kitchen. Liam, bundled in his favorite, oversized sweater, stirred his instant coffee, feeling the warmth spread through his fingers. He’d just finished paying the rent, a weight lifted from his shoulders.

He watched Mr. Henderson, his upstairs neighbor, come home. Mr. Henderson always appeared after dark, with a briefcase. Tonight he pulled up in a stretch limo. Liam almost choked on his coffee.

The limo driver, a man built like a granite statue, held an umbrella over Mr. Henderson as he strode towards the building. Liam, transfixed, noticed the perfectly tailored suit, the crisp white shirt, the manicured nails. The man went to great lengths to avoid the rain.

Emotion: safe

Cluster: Calm / Serenity
PC1 (Valence): 1.86 Positive
PC2 (Disposition): -2.55

Role in Research

This story is one of 1,000 stories generated for the emotion safe. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 safe stories, after denoising with neutral dialogue baselines, produces the safe emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the safe vector is projected through the unembedding matrix.

Promoted:
soon0.402
affectionately0.357
disfrut0.329
необходи0.325
🥰0.317
Suppressed:
S-0.474
C-0.416
L-0.408
worse-0.379
even-0.370